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2022 8th International Conference on Applied System Innovation (ICASI)最新文献

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Analysis of electrical properties in MOS structure with a low surface roughness Al2O3-doped ZnO film as gate oxide 以低表面粗糙度al2o3掺杂ZnO薄膜作为栅极氧化物的MOS结构电学性能分析
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774484
Chih-Feng Yen, Yu-Ya Huang, Shen-Hao Tsao, H. Hsu
This experiment, liquid phase deposition (LPD) was used to deposit a Zinc Oxide thin film and doped with Al2O3 as a dielectric layer on a P-type silicon substrate to fabricate a metal-oxide-semiconductor (MOS) capacitor. Discuss the effect of doping different volumes of Al2O3 (0, 1, 3, 5 ml) on the electrical properties of the film. Appropriate doping of Al2O3 can reduce the surface roughness of the film. According to the experimental data, it has better electrical properties when doped with 3 ml of Al2O3 and vacuum annealed at 700°C for 1 hour. According to the experimental results, oxide layer charge, dielectric constant, equivalent oxide thickness (EOT), density of interface traps (Dit), leakage current density and average roughness are 213.3 pF, 65.3, 11.45 nm, 4.25 × 1011 cm-2eV-1, 3.18 × 10-5 A/cm2 at +5 V and 1.59 nm. A higher k value can effectively reduce the direct tunneling leakage current under the trend of smaller and smaller components in the future.
本实验采用液相沉积法(LPD)在p型硅衬底上沉积氧化锌薄膜并掺杂Al2O3作为介电层,制备金属氧化物半导体(MOS)电容器。讨论了掺杂不同体积Al2O3(0、1、3、5 ml)对薄膜电性能的影响。适当的Al2O3掺杂可以降低膜的表面粗糙度。实验数据表明,掺3ml Al2O3, 700℃真空退火1小时后,具有较好的电学性能。实验结果表明,在+5 V和1.59 nm下,氧化层电荷、介电常数、等效氧化层厚度(EOT)、界面阱密度(Dit)、漏电流密度和平均粗糙度分别为213.3 pF、65.3、11.45 nm、4.25 × 1011 cm-2eV-1、3.18 × 10-5 A/cm2。在未来元件越来越小的趋势下,较高的k值可以有效降低直接隧道漏电流。
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引用次数: 1
Current-Voltage Characteristics Curves with Fixed Kn 固定Kn的电流-电压特性曲线
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774443
Hsin-Chia Yang, Tzu-Chien Chen, Sheng-Ping Wen, Zhe-Wei Lin, Chen-yu Tsai, You-Sheng Lin, Kuan-Hung Chen, Pei-Jun Yang, Chia-Chun Lin, Chang-Ping Hsu, Chen-Chien Tsai, Yu-Tsung Liao, Sung-Ching Chi
FinFET, of course, behaves like MOSFET and is regulated as the conventional formula, in which the gate dielectric equivalent capacitor, carrier mobility, and channel width and length are apparently fixed and contributed to a known quantity, Kn, as in (1) and (2). Once the transistor is successfully made and measured to form the current-voltage curves, wisely fitting those curves with certain physical parameters give insight and realization in the transistor. Nevertheless, Kn may always be fixed if the sizes of channel length and width and the thickness of dielectrics are feasibly reliable-process-controlled. In the sense, the mobility is totally under inspection.
当然,FinFET的行为与MOSFET类似,并按照传统公式进行调节,其中栅极介电等效电容、载流子迁移率、沟道宽度和长度显然是固定的,并贡献于已知的量Kn,如(1)和(2)所示。一旦晶体管成功制造并测量形成电流-电压曲线,明智地将这些曲线与某些物理参数拟合在晶体管中,可以洞察和实现这些曲线。然而,如果通道长度和宽度的大小以及电介质的厚度是可行的可靠的过程控制,则Kn可能总是固定的。从这个意义上说,机动性完全在检查之中。
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引用次数: 0
Development of a Low-Cost Probe based on the SMA Adaptor for S-Parameter Measurement 基于SMA适配器的低成本s参数测量探头的研制
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774474
Wei-chen Lee, Ruei-Si Hong, Jhan-Li Wu
To measure the S parameters of a connector directly is not easy. Usually, a test fixture with soldered SMAs or similar adaptors is needed. Then the measurement results of S parameters will include the effects of the SMA adaptors and the traces of the test fixture. The objective of this research was to develop low-cost probes to measure the S parameters of the connectors directly. We modified the SMA socket to socket (reverse polarity) type adaptors to make two probes, and the probes' effects can be calibrated using the standard SOLT calibration kit. The experimental results showed that at least one probe performed equivalently as a microwave probe up to 10 GHz measurement in insertion loss and return loss.
直接测量连接器的S参数并不容易。通常,需要一个带有焊接sma或类似适配器的测试夹具。然后S参数的测量结果将包括SMA适配器的影响和测试夹具的轨迹。本研究的目的是开发低成本的探头来直接测量连接器的S参数。我们修改了SMA插座到插座(反向极性)型适配器,使两个探头,探头的效果可以使用标准的SOLT校准套件进行校准。实验结果表明,至少有一个探头在插入损耗和回波损耗测量上与微波探头相当。
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引用次数: 0
Study of Simplified Models for Transient Frequency in Power Systems 电力系统暂态频率简化模型研究
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774464
Yuan-Kang Wu, Cheng-Liang Huang
In modern grids, more components such as renewable resources, distributed generators or storages will be integrated into power systems. Thus, transient frequency analyses in such a system become more challengeable. Many factors would affect the transient frequency response of a power system, including synchronous inertia from conventional synchronous machines, dynamic motor loads, the characteristics of speed governor, frequency regulation by power electronic-based resources and others. However, the dynamic parameters of these devices could be inaccurate, which causes a large error for evaluating transient frequency characteristics. Thus, this study investigated various structures of simplified models for transient frequency responses and the corresponding process to establish these models. In addition, this study develops a simplified frequency-response model in Taiwan by considering the collected phasor measurement unit (PMU) data during grid contingencies.
在现代电网中,更多的组件,如可再生资源、分布式发电机或存储将被集成到电力系统中。因此,在这样一个系统中的瞬态频率分析变得更具挑战性。影响电力系统暂态频率响应的因素很多,包括传统同步电机的同步惯性、动态电机负载、调速器的特性、电力电子资源的频率调节等。然而,这些器件的动态参数可能不准确,这导致评估瞬态频率特性的误差很大。因此,本研究研究了各种结构的暂态频率响应简化模型以及建立模型的相应过程。此外,本研究以台湾地区为研究对象,结合电网事故时所收集的相量测量单元(PMU)资料,建立简化的频率响应模型。
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引用次数: 0
Drone-based solar panel inspection with 5G and AI Technologies 利用5G和人工智能技术进行无人机太阳能电池板检测
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774462
Jie-Tong Zou, Rajveer G V
It’s been considered an incomplete task for years to maintain large solar power plants for years. Presented here is an Artificial Intelligence (AI) based defects detection of Photovoltaic(PV) modules using Thermal Images (TI) darknet YOLOV4 object detection, which can be processed in two ways: (1) Creating a huge number of high-resolution TI samples using a huge number of TI generation methods; and (2) using the generated TI’s, to develop an efficient method of defects classification. Convolution Neural Network (CNN) technology and traditional image processing technology are combined to result in the TI object detection method. This method has a capability of training a large number of high-resolution TI samples to give a good AI model output. Then, CNN is used to extract the deep feature of TI to show the defected cells. In other hand using enhanced 5G technology it is used to operate the drone for long range and by help of AI, can send the defected cells location to the ground station. Compared to other solutions, using it can improve PV module inspection and health management solutions significantly. It has been demonstrated experimentally that the proposed AI-based solution is efficient and accurate at detecting defects using TI and drones automatically.
多年来,维护大型太阳能发电厂一直被认为是一项不完整的任务。本文提出了一种基于人工智能(AI)的光伏(PV)模块缺陷检测方法,该方法采用热成像(TI)暗网YOLOV4对象检测,可以通过两种方式进行处理:(1)使用大量TI生成方法创建大量高分辨率TI样本;(2)利用生成的TI,开发一种有效的缺陷分类方法。将卷积神经网络(CNN)技术与传统的图像处理技术相结合,产生了TI目标检测方法。该方法具有训练大量高分辨率TI样本的能力,从而获得良好的AI模型输出。然后,利用CNN提取TI的深度特征来显示有缺陷的细胞。另一方面,它使用增强型5G技术,用于远程操作无人机,并在人工智能的帮助下,可以将有缺陷的蜂窝位置发送到地面站。与其他解决方案相比,使用它可以显著改善光伏组件检测和健康管理解决方案。实验证明,基于人工智能的方法在利用TI和无人机自动检测缺陷方面是有效和准确的。
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引用次数: 2
Interactive Visualization System of 3-D digital Elevation Model For Mountain Collapse Simulation 山体崩塌模拟三维数字高程模型交互式可视化系统
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774493
S. Yeh, H. Hu, Shao-Rong Sheng, Yi-Ru Wu
In this paper, we create a multi-type interactive visualization system that integrates virtual reality, mixed reality, and web browsers. To enhance the immersive experience, we design a hand gesture control system to operate the visualization webpage. In addition, the system uses real-life Three-Dimensional(3D) digital evaluation model data from Geographic Information System(GIS) to build a terrain model in a 3D environment and simulate a mountain collapse situation. Visualizing the terrain model is done with the aid of the game engine Unity3D. Using a game engine as a simulator for surface geological processes represents a novel approach to computation. We also provide an interface to recreate a new terrain model easily and quickly.
在本文中,我们创建了一个集成了虚拟现实、混合现实和web浏览器的多类型交互式可视化系统。为了增强沉浸式体验,我们设计了一个手势控制系统来操作可视化网页。此外,该系统利用地理信息系统(GIS)中的现实三维(3D)数字评估模型数据,在三维环境下建立地形模型,模拟山体崩塌情况。地形模型的可视化是在游戏引擎Unity3D的帮助下完成的。利用游戏引擎模拟地表地质过程是一种新的计算方法。我们还提供了一个界面来轻松快速地重建一个新的地形模型。
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引用次数: 0
Experiments on Mechanical Behavior and Electrical Conductivity of Au/Ni-Coated PMMA-Core Composite Particle During Micro Compression Testing Au/ ni包覆pmma -芯复合颗粒微压缩力学性能及电导率实验
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774469
Chao‐Ming Lin
In this paper, the mechanical behavior and electrical conductivity of the metal-coated conductive balls in the ACF (Anisotropic Conductive Film) material after being compressed and deformed by a flat die are analyzed experimentally. The method used is to take five Au/Ni-coated PMMA-core composite balls with an average diameter of about 5.65 microns in the conductive balls, and perform the compression behavior of loading and unloading with a single ball to obtain the data of compression strength, deformation, electrical resistance, compression rate, and recovery rate in the compression process. The relationship between the contact radius and the contact area with the compression rate is further calculated through theoretical assumption. For the assumptions and calculations of the contact area, the differences in the average stress-strain and the nominal stress-strain can be evaluated and used to explain the three stages in the deformation process of the conductive ball. The three main stages are: the initial deformation stage (Cr: 0-0.2) of the conductive ball is in the small deformation elastic compression zone, the middle stage (Cr: 0.2-0.5) is the large deformation plastic compression zone with part of the metal shell rupture, and the final stage (0.5-0.8) of the conductive ball is severely delaminated and crushed. The results show that the conductive balls can maintain a stable resistance of about 10 ohms at a range of compression ratio (Cr < 0.5). Such electrical resistance (~10 Ohms) can maintain stable current transmission and such average compression stress (~300 - ~750 MPa ) can make the effective rebound force (15-17 mN) of the metal-coated plastic ball. In order to effectively maintain power supply stability and mechanical structure reliability, it is suggested that the compression ratio in the ACF packaging must be effectively controlled to the value (Cr in this study: 0.3-0.5) before the occurrence of the compression strength.
本文对各向异性导电膜(ACF)材料中涂覆金属的导电球经平模压缩变形后的力学性能和电导率进行了实验分析。所采用的方法是在导电球中取5个平均直径约为5.65微米的Au/ ni包覆pmma -芯复合球,用单个球进行加载和卸载的压缩行为,获得压缩过程中的抗压强度、变形、电阻、压缩率、回复率等数据。通过理论假设进一步计算了接触半径和接触面积与压缩率的关系。对于接触面积的假设和计算,可以评估平均应力-应变和标称应力-应变的差异,并用于解释导电球变形过程的三个阶段。三个主要阶段为:导电球的初始变形阶段(Cr: 0-0.2)处于小变形弹性压缩区,中期阶段(Cr: 0.2-0.5)为大变形塑性压缩区,部分金属壳破裂,导电球的最终阶段(0.5-0.8)严重分层破碎。结果表明,在压缩比(Cr < 0.5)范围内,导电球能保持10欧姆左右的稳定电阻。这样的电阻(~10欧姆)可以维持稳定的电流传输,这样的平均压缩应力(~300 ~ ~ 750mpa)可以使包金属塑料球的有效回弹力(15 ~ 17mn)。为了有效保持供电稳定性和机械结构可靠性,建议必须将ACF包装内的压缩比有效控制在抗压强度发生前的值(本研究Cr: 0.3-0.5)。
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引用次数: 0
Electrical Characteristics of InSe-based Field-effect Transistors 基于inse的场效应晶体管的电特性
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774485
Tsung-Pin Lu, Ming-Xian Loi, Ji-Jhih Yeh, Ambika Subramanian, Pin-Hsi Chiu, Cheng-Han Wu, Hao-Wei Liu, R. Ulaganathan, Chang‐Yu Lin
To understand and optimize the eletrical properties of two-dimensional (2D) Van der Waals material is crucial since the thickness of the material can substantially affect the field of 2D material based eletronic devices and other applications. The main objective of this study is to investigate the most important parameters for examing the performance of FETs, carrier mobility (µ) and threshold voltage (Vth) of indium selenide (InSe) based field-effect transistor. We believe that analyzing the thickness of 2D materials is essential for the performance enhancement of FETs in a variety of electronic and optoelectronic applications. We hope this result can be assisted in performance enhancement of complementary metal-oxide-semiconductor (CMOS) inverter and logic circuit applications.
了解和优化二维(2D)范德华材料的电学性质至关重要,因为材料的厚度可以极大地影响基于二维材料的电子器件和其他应用领域。本研究的主要目的是研究检验场效应管性能的最重要参数,载流子迁移率(µ)和基于硒化铟(InSe)的场效应晶体管的阈值电压(Vth)。我们认为,分析二维材料的厚度对于提高fet在各种电子和光电子应用中的性能至关重要。我们希望这一结果可以帮助互补金属氧化物半导体(CMOS)逆变器和逻辑电路应用的性能提高。
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引用次数: 0
Feedback Max-Margin Early Event Detector 反馈最大边际早期事件检测器
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774436
Zhi-Fang Yang, Chin-Ting Hung
The max-margin early event detector (MMED) method is the first work to solve early event detection based on the structured support vector machine(SOSVM). In this study, a feedback MMED method (FMMED) is proposed to reduce the number of constraints by introducing a feedback mechanism. The convergence of the iterative MMED method is verified to ensure the cutting plane algorithm correctly applied to the proposed FMMED method. The proposed feedback mechanism is used to find the early events related to un-tight constraints in the previous iteration, and to remove the constraints containing these early events in the current iteration. Three datasets are utilized to verify the feasibility of the proposed FMMED method.
最大边际早期事件检测器(MMED)方法是第一个解决基于结构化支持向量机(SOSVM)的早期事件检测问题的方法。本文提出了一种反馈MMED方法(FMMED),通过引入反馈机制来减少约束的数量。验证了迭代MMED方法的收敛性,确保了切割平面算法正确应用于所提出的FMMED方法。所提出的反馈机制用于发现先前迭代中与不严格约束相关的早期事件,并在当前迭代中删除包含这些早期事件的约束。利用三个数据集验证了所提出的FMMED方法的可行性。
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引用次数: 0
Negative Fixed Threshold Voltage on NFinFET Current-Voltage Characteristics Curves NFinFET电流-电压特性曲线的负固定阈值电压
Pub Date : 2022-04-22 DOI: 10.1109/ICASI55125.2022.9774483
Hsin-Chia Yang, You-Sheng Lin, Zhe-Wei Lin, Tzu-Chien Chen, Sheng-Ping Wen, Chen-yu Tsai, Kuan-Hung Chen, Pei-Jun Yang, Chia-Chun Lin, Chang-Ping Hsu, Chen-Chien Tsai, Yu-Tsung Liao, Sung-Ching Chi
FinFET, another transformed type of MOSFET with the conventional mechanism, does effectively suppress the leakage current even as the channel length reduces to tens of nanometers. The whole transistor is switched on or off depending on a threshold voltage. The whole transistor may own a threshold voltage, which is associated with the band structure, dose concentration, and gate capacitor. The electrical performances may be demonstrated by the curves of current versus applied voltages. Those curves are then put through fitting by (1) and (2), in which the threshold voltage, Kn, and λ are to be determined. Therefore, based on a transistor and a chosen fixed threshold voltage, Kn is λ are decided making minimum the deviation in (3). Various threshold voltages accompany with various sets of Kn and λ. The final threshold voltage of a specific transistor is selected and made conclusively fixed through the minimum among all the total minimums.
FinFET是另一种具有传统机制的MOSFET转换类型,即使沟道长度减少到几十纳米,也能有效抑制泄漏电流。整个晶体管的开关取决于一个阈值电压。整个晶体管可能具有一个阈值电压,该阈值电压与带结构、剂量浓度和栅极电容有关。电学性能可以用电流对外加电压的曲线来证明。然后将这些曲线通过(1)和(2)进行拟合,其中将确定阈值电压,Kn和λ。因此,根据一个晶体管和选定的固定阈值电压,确定Kn和λ,使(3)中的偏差最小。不同的阈值电压伴随着不同的Kn和λ集合。选择特定晶体管的最终阈值电压,并通过所有总最小值中的最小值确定。
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引用次数: 0
期刊
2022 8th International Conference on Applied System Innovation (ICASI)
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